Machine Learning Approach for IP-Flow Record Anomaly Detection

Author:

Wagner Cynthia,François Jérôme,State Radu,Engel Thomas

Publisher

Springer Berlin Heidelberg

Reference25 articles.

1. Bahl, V., Chandra, R., Greenberg, A., Kandula, S., Maltz, D., Zhang, M.: Towards highly reliable enterprise network services via inference of multi-level dependencies. In: SIGCOMM, pp. 13–24 (2007)

2. Brauckhoff, D., Wagner, A., May, M.: Flame: a flow-level anomaly modeling engine. In: Proceedings of the Conference on Cyber Security Experimentation and Test. USENIX Association (2008)

3. Burges, C.: A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery 2(2), 121–167 (1998)

4. Collins, M., Duffy, N.: Convolution kernels for natural language. In: Advances in Neural Information Processing Systems, vol. 14, pp. 625–632. MIT Press, Cambridge (2001)

5. Estan, C.: Building better netflow. In: Proceedings of the 2004 conference on Applications, Technologies, Architectures, and Protocols for Computer Communications (2004)

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